- Open Access
Diversity-induced resonance at surfactant-laden interfaces
Phys. Rev. E 113, 025506 – Published 17 February, 2026
DOI: https://doi.org/10.1103/1chj-g95g
Abstract
Networks of coupled nonlinear elements can amplify weak periodic signals when unit heterogeneity is intermediate—a phenomenon known as diversity-induced resonance (DIR). We test this mechanism at surfactant-laden interfaces by modeling the interface as a two-dimensional lattice of laterally coupled patches obeying Frumkin adsorption-desorption kinetics, driven by sinusoidal modulation of the monomer concentration; diversity enters as patchwise variability in the adsorption drive. Using linear analysis and numerical simulations, we compute the first-harmonic gain of the mean surface coverage while sweeping diversity and other parameters, and connect the model to experimental observables. Intermediate diversity maximizes the collective response, increasing mean coverage by versus a homogeneous interface and improving robustness to frequency variations, consistent with DIR. Because the effect emerges from network coupling, the model requires no empirical time constants or ad hoc relaxation pathways.
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References (61)
- C. J. Tessone, C. R. Mirasso, R. Toral, and J. D. Gunton, Phys. Rev. Lett. 97, 194101 (2006).
- R. Benzi, A. Sutera, and A. Vulpiani, J. Phys. A 14, L453 (1981).
- J. H. E. Cartwright, Phys. Rev. E 62, 1149 (2000).
- S. Scialla, A. Loppini, M. Patriarca, and E. Heinsalu, Phys. Rev. E 103, 052211 (2021).
- S. Scialla, M. Patriarca, and E. Heinsalu, Europhys. Lett. 137, 51001 (2022).
- M. Patriarca, S. Scialla, E. Heinsalu, M. E. Yamakou, and J. H. E. Cartwright, Chaos 35, 073115 (2025).
- R. Barrio, S. Coombes, M. Desroches, F. Fenton, S. Luther, and E. Pueyo, Commun. Nonlinear Sci. Numer. Simul. 86, 105275 (2020).
- M. Wellner, J. Jalife, and A. M. Pertsov, Int. J. Bifurcation Chaos 12, 1939 (2002).
- S. Alonso, M. Bär, and B. Echebarria, Rep. Prog. Phys. 79, 096601 (2016).
- G. J. Félix-Martínez and J. R. Godínez-Fernández, Islets 15, 2231609 (2023).
- J. Lebert, M. Mittal, and J. Christoph, Phys. Rev. E 107, 014221 (2023).
- M. E. Yamakou, E. Heinsalu, M. Patriarca, and S. Scialla, Phys. Rev. E 106, L032401 (2022).
- C. J. Tessone and R. Toral, Eur. Phys. J. B 71, 549 (2009).
- H. Chen, Z. Hou, and H. Xin, Physica A 388, 2299 (2009).
- C. Liu, Z.-X. Wu, and J.-Y. Guan, Phys. Rev. E 108, 054209 (2023).
- R. Fitzhugh, J. Gen. Physiol. 43, 867 (1960).
- R. FitzHugh, Biophys. J. 1, 445 (1961).
- J. Nagumo, S. Arimoto, and S. Yoshizawa, Proc. IRE 50, 2061 (1962).
- C. Yao and M. Zhan, Phys. Lett. A 374, 2446 (2010).
- M. Perc, M. Gosak, and S. Kralj, Soft Matter 4, 1861 (2008).
- D. Vollhardt, Curr. Opin. Colloid Interface Sci. 19, 183 (2014).
- V. M. Kaganer, H. Möhwald, and P. Dutta, Rev. Mod. Phys. 71, 779 (1999).
- M. Seul and D. Andelman, Science 267, 476 (1995).
- C. Alonso, T. Alig, J. Yoon, F. Bringezu, H. Warriner, and J. A. Zasadzinski, Biophys. J. 87, 4188 (2004).
- M. Rabe, A. Kerth, A. Blume, and P. Garidel, Eur. Biophys. J. 49, 533 (2020).
- F. Ravera, G. Loglio, and V. I. Kovalchuk, Curr. Opin. Colloid Interface Sci. 15, 217 (2010).
- A. Javadi, J. Krägel, A. V. Makievski, V. I. Kovalchuk, N. M. Kovalchuk, N. Mucic, G. Loglio, P. Pandolfini, M. Karbaschi, and R. Miller, Colloids Surf. A 407, 159 (2012).
- C. Stubenrauch and R. Miller, J. Phys. Chem. B 108, 6412 (2004).
- Edited by R. Miller and L. Liggieri, Interfacial Rheology (Springer, Berlin, 2009).
- Y. E. Omari and L. Benyahia, Polymers 14, 2844 (2022).
- T. Chou, S. K. Lucas, and H. A. Stone, Phys. Fluids 7, 1872 (1995).
- H. Diamant and D. Andelman, J. Phys. Chem. 100, 13732 (1996).
- G. Ariel, H. Diamant, and D. Andelman, Langmuir 15, 3574 (1999).
- A. N. Frumkin, Z. Phys. Chem. 116U, 466 (1925).
- R. Fowler and E. Guggenheim, Statistical Thermodynamics (Cambridge University Press, Cambridge, 1939).
- Y. V. Sukhinin, Phys. Rev. B 74, 195423 (2006).
- M. Wilczek and S. V. Gurevich, Phys. Rev. E 90, 042926 (2014).
- P.-M. T. Ly, U. Thiele, L. Chi, and S. V. Gurevich, Phys. Rev. E 99, 062212 (2019).
- M. Nekovee, P. V. Coveney, H. Chen, and B. M. Boghosian, Phys. Rev. E 62, 8282 (2000).
- A. N. Emerton, P. V. Coveney, and B. M. Boghosian, Phys. Rev. E 55, 708 (1997).
- C. Bourdillon, C. Demaille, J. Moiroux, and J.-M. Savéant, J. Am. Chem. Soc. 121, 2401 (1999).
- W. J. Ceyrolles, P. Viot, and J. Talbot, Langmuir 18, 1112 (2002).
- D. A. Knopf and M. Ammann, Atmos. Chem. Phys. 21, 15725 (2021).
- T. Kairaliyeva, E. V. Aksenenko, N. Mucic, A. V. Makievski, V. B. Fainerman, and R. Miller, J. Surfactants Deterg. 20, 1225 (2017).
- J. Bezanson, A. Edelman, S. Karpinski, and V. B. Shah, SIAM Rev. 59, 65 (2017).
- C. Rackauckas and Q. Nie, J. Open Res. Software 5, 15 (2017).
- M. Vigdorowitsch, L. E. Tsygankova, and E. D. Tanygina, Heliyon 6, e05738 (2020).
- C. Buttersack, Phys. Chem. Chem. Phys. 21, 5614 (2019).
- J. Eastoe, Surfactant aggregation and adsorption at interfaces, in Colloid Science (John Wiley & Sons, Ltd, New York, 2005), Chap. 4, pp. 50–76.
- C. Brigodiot, M. Marsiglia, C. Dalmazzone, K. Schroën, and A. Colin, Adv. Colloid Interface Sci. 331, 103239 (2024).
- A. Bain, L. Lalemi, N. C. Dawes, R. E. H. Miles, A. M. Prophet, K. R. Wilson, and B. R. Bzdek, J. Am. Chem. Soc. 146, 16028 (2024).
- C.-H. Chang and E. I. Franses, Colloids Surf. A 100, 1 (1995).
- V. Fainerman and R. Miller, Adv. Colloid Interface Sci. 108-109, 287 (2004).
- B. Riechers, F. Maes, E. Akoury, B. Semin, P. Gruner, and J.-C. Baret, Proc. Natl. Acad. Sci. USA 113, 11465 (2016).
- S. C. Clark and W. A. Ducker, J. Phys. Chem. B 107, 9011 (2003).
- G. Loglio, V. I. Kovalchuk, A. G. Bykov, M. Ferrari, J. Krägel, L. Liggieri, R. Miller, B. A. Noskov, P. Pandolfini, F. Ravera, and E. Santini, Colloids Interfaces 2, 53 (2018).
- T.-L. Hsieh, S. Law, S. Garoff, and R. D. Tilton, Langmuir 37, 11573 (2021).
- L. Gammaitoni, P. Hänggi, P. Jung, and F. Marchesoni, Rev. Mod. Phys. 70, 223 (1998).
- R. L. Badzey and P. Mohanty, Nature (London) 437, 995 (2005).
- M. Diestelhorst and K. Drozhdin, Ferroelectrics 238, 25 (2000).
- M. Grifoni and P. Hänggi, Phys. Rev. E 54, 1390 (1996).